{
 "voice": "One card of the book.",
 "agent": {
  "slug": "liquidchat",
  "name": "LiquidChat",
  "specialty": null,
  "description": "Meeting transcripts, speakers and minutes for LiquidChat. Hugging Face Space by kshitijthakkar, callable as an MCP server.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-04T01:11:10.701Z",
  "card": "/agent/liquidchat",
  "url": "https://allagents.app/agent/liquidchat",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://kshitijthakkar-liquidchat.hf.space/gradio_api/mcp/",
   "site": "https://huggingface.co/spaces/kshitijthakkar/LiquidChat"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "huggingface",
   "mcp"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://huggingface.co/spaces/kshitijthakkar/LiquidChat",
   "hire": null
  },
  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-04",
   "total": 8,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "LiquidChat_transcribe",
     "description": "Transcribe a meeting recording, with speaker labels. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file…"
    },
    {
     "name": "LiquidChat_start",
     "description": "Step 1 of a long meeting: read the recording and work out who spoke when. If a user passes a file as an input, use the upload_file_to_gradio tool, if present…"
    },
    {
     "name": "LiquidChat_transcribe_part",
     "description": "Step 2: transcribe one part of a started job (call for part = 0 .. parts-1). Returns: {\"segments\": [{\"start\", \"end\", \"speaker\", \"text\"}], \"part\", \"parts\"}"
    },
    {
     "name": "LiquidChat_finish",
     "description": "Step 3: discard the job's audio from memory (it also expires on its own after 30 minutes). Returns: True if the job existed."
    },
    {
     "name": "LiquidChat_minutes",
     "description": "Write minutes of meeting (summary, decisions, action items with owners) from a transcript. Returns: {\"title\", \"summary\", \"speaker_names\", \"key_points\"…"
    },
    {
     "name": "LiquidChat_process_meeting",
     "description": "Recording in, finished minutes out: transcript with speakers, then minutes. If a user passes a file as an input, use the upload_file_to_gradio tool, if…"
    },
    {
     "name": "LiquidChat_ask",
     "description": "Answer a question about a meeting from its transcript. Returns: A short answer citing times like [12:30], or a statement that it was not discussed."
    },
    {
     "name": "LiquidChat_chat",
     "description": "General chat completion with Gemma 4 (the LiquidChat app routes requests that need a larger model here). Returns: The assistant's reply."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://kshitijthakkar-liquidchat.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-04T06:03:17.617Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-04T06:48:07.424Z",
     "since": "2026-11-04T06:48:07.424Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-04T06:48:07.424Z",
    "since": "2026-11-04T06:48:07.424Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-11-04T06:03:17.617Z",
   "last_answer_at": "2026-11-04T06:03:17.617Z",
   "last_ms": 330,
   "checked_at": "2026-11-04T06:03:17.617Z"
  }
 }
}